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The University of California Irvine hosts the UCI Machine Learning Repository, a data resource which is very popular among machine learning researchers and data mining practitioners. [97] It was created in 1987 and contains 622 datasets from several domains including biology, medicine, physics, engineering, social sciences, games, and others. [98]
The ICS House is a 2-story on-campus house located within UCI's Arroyo Vista housing community. ICS House accepts a limited number (approx. 16) of students from the school of ICS or outstanding applicant, based upon an application process. [26] UC Irvine ACM (ACM) is UCI's student chapter of the Association for Computing Machinery. [27]
Most data files are adapted from UCI Machine Learning Repository data, some are collected from the literature. treated for missing values, numerical attributes only, different percentages of anomalies, labels 1000+ files ARFF: Anomaly detection: 2016 (possibly updated with new datasets and/or results) [331] Campos et al.
The California Institute for Telecommunications and Information Technology (Calit2, previously Cal(IT) 2), also referred to as the Qualcomm Institute (QI) at its San Diego branch, is a collaborative academic research institution of the University of California San Diego (UC San Diego), the University of California, Irvine (UCI), [5] and University of California, Riverside. [4]
He is a Distinguished Professor [4] of Computer Science in the Donald Bren School of Information and Computer Sciences at the University of California, Irvine (UCI), a Professor of Electrical Engineering and Computer Science (by courtesy) in the Henry Samueli School of Engineering at UCI, and Director of UCI's Secure Systems and Software ...
Machine Learning Bioinformatics Systems Biology Mathematics [1] Institutions: Donald Bren School of Information and Computer Sciences University of California Irvine University of California, San Diego: Thesis: I: On a Family of Generalized Colorings. II: Some Contributions to the Theory of Neural Networks. III: Embeddings of Ultrametric Spaces ...
Rina Dechter (born August 13, 1950) is a distinguished professor of computer science [1] in the Donald Bren School of Information and Computer Sciences at the University of California, Irvine. Her research is on automated reasoning in artificial intelligence focusing on probabilistic and constraint-based reasoning.
Nikil Dutt is a Distinguished Professor of Computer Science at University of California, Irvine, United States. [ 1 ] [ 2 ] Professor Dutt's research interests are in embedded systems , electronic design automation , computer architecture , optimizing compilers , system specification techniques, distributed systems , and formal methods .